Getting started with queryflow

Ship production-grade async code in days instead of weeks—queryflow handles the hard parts: backpressure, circuit-breaking, rate-limiting, and observability.

Quickstart guide | Method reference | Live recipes

Installation

Install the latest version in seconds:

pip install org-queryflow --upgrade

Version 3.8.2 · Last updated 2026-05-27 · 10k+ weekly downloads

Start here

• Connecting to external webhooks
• Rate limiting and backpressure patterns
• Connecting to external webhooks
• Performance tuning for high throughput

Why queryflow

• Full type safety with zero runtime overhead.
• Works with Kafka, RabbitMQ, Redis, SQS, and webhooks.
• Zero dependencies; under 50 KB gzipped.
• Built-in batching, retry logic, and circuit breakers.

Community

Join 2,801 developers using queryflow in production. Report bugs and feature requests on GitHub. Ask questions in our Discord community. Follow @queryflow on Twitter for updates.

GitHub · Discord · Status